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Circulating exosomal RNA as a biomarker in melanoma.
Association of Women Surgeons October 15th, 2016 Genevieve M. Boland, MD, PhD Assistant Professor, Harvard Medical School Assistant in Surgery, Massachusetts General Hospital
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A lot has changed in a very short period of time.
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Molecularly-targeted therapy
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Immunotherapy
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Circulating Biomarkers in Cancer
CTCs ctDNA Exosomes Proteins Westphal et al. 2015
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Exosomes: Defined By Size
Bence Gyorgy et al. Cell. Mol. Life Sci. 2011 AETHLON MEDICAL INC Exosomes express a sub-proteome of the cell. Exosomes encapsulate mRNA that can be transferred to other cells to modulate the recipients’ transcriptome. Exosomes “carry” hundreds of miRNAs that could interfere with up to thousands of mRNAs.
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Exosomes in Cancer Bobrie et al, 2011
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RNA is Concordant: Cells vs Exosomes
Allele Fraction (%) RPMI 7951 Cells RPMI 7951 Exo A375 Cells A375 Exo Sk mel 2 Cells Sk mel 2 Exo Sk mel 30 Cells Sk mel 30 Exo MeWo Cells MeWo Exo BRAF V600E NRAS Q61R NRAS Q61K
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Patient-Derived Exosome Characterization
* p<0.0001 400 300 200 100 Exosome Concentration x107 Normal Melanoma pg BRAF V600E/ng RNA Pt Number Definitive Rsxn Palliative Rsxn Electron Microscopy pg BRAF V600E/ng RNA Pre-resection Post-resection Patient Number Pt Number
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RNA is Concordant: Tumor vs Exosomes
Immune/Hematologic Metabolic
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Exosome Profile Reflects Response to aPD1
Pre- and On-treatment exosomes (n=20) of responders and non-responders to aPD1 Statistically significant differences (p<0.05) in pre- to on- change between responders and non-responders 111 genes, including 8 miRNA and markers of immune activation (e.g. IFN-gamma) Expansion cohort and validation ongoing
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Exosome RNA Correlates with Tumor Mutations
BRAF Exosomal RNA NRAS Triple WT We are in the midst of a remarkable time in cancer drug development. As a melanoma oncologist and researcher, I have had the remarkable opportunity to see the treatment landscape change dramatically over the past several years. This slide graphically depicts this change over time… NF1 CKIT
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Immunotherapy: predictive signature of response to aPD1
Immunotherapy responsive Exosomal RNA We are in the midst of a remarkable time in cancer drug development. As a melanoma oncologist and researcher, I have had the remarkable opportunity to see the treatment landscape change dramatically over the past several years. This slide graphically depicts this change over time… Immunotherapy non-responsive
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Future Directions Examine the use of tumor mutations to assess minimal residual disease and identify a high-risk subset of surgical patients Expand the cohort of immunotherapy patients to validate our immunotherapy response signature Clinical trial of the use of exosomes as a marker of high-risk or residual disease is surgically resected melanomas Clinical trial of exosomal profiling to predict/correlate with response to immunotherapy
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Acknowledgements Boland Lab, MGH Flaherty Lab, MGH Collaborators:
Bill Michaud, PhD Sonia Cohen, MD, PhD Jessica Cintolo-Gonzalez, MD Ali Rabi, MD, PhD Roman Alpatov, PhD Tabea Moll, MS Flaherty Lab, MGH Marc Hammond Hans Vitzhum Deborah Plana Benchun Miao, PhD Collaborators: Fisher Lab, CBRC, MGH David Panka, PhD, BIDMC Soldano Ferrone, MD, PhD, MGH Darrell Borger, PhD, MGH Ryan Corcoran, MD, PhD, MGH Nir Hacohen, PhD, MGH/Broad Institute Manolis Kellis, PhD, MIT/Broad Institute Larry Zhang Alvin Shi, PhD
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